Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding.
Nour Almadhoun AlserrGulce KaleOnur MutluOznur TastanErman AydayPublished in: CoRR (2021)
Keyphrases
- single nucleotide polymorphisms
- genomic data
- association studies
- privacy requirements
- differential privacy
- human genome
- data anonymization
- high throughput
- trade off
- anonymized data
- computational approaches
- protect sensitive
- privacy preserving
- empirical studies
- copy number
- private information
- personal information
- private data
- personal data
- privacy preserving data mining
- location privacy
- sensitive data